Evidence map›Paper›PMID 34299805›Full record

ArticleInternational journal of environmental research and public health2021

The Supply of Calories, Proteins, and Fats in Low-Income Countries: A Four-Decade Retrospective Study.

Vasilii Erokhin, Li Diao, Tianming Gao, Jean-Vasile Andrei, Anna Ivolga, Yuhang Zong

Open access · goldAbstract read
In one paragraph

Article in International journal of environmental research and public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.

0numbers the graph read from it
0cells of the map it votes in
21citing papers in PubMed
4.2field-weighted citation impact, top 6% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

21 citing papers in PubMed, 41 citations in OpenAlex.

  1. Trial
  2. Social Marketing for Health Equity: Promoting Preventive Health Behavior Among Women in Rural Communities.International journal of environmental research and public health · 2026
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  12. Sustainable diets: where from and where to?Journal of nutritional science · 2025
    Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors at 4 institutions in 5 countries.

Vasilii ErokhinSchool of Economics and Management, Harbin Engineering University, Harbin 150001, China.ORCID 0000-0002-3745-5469
Li DiaoSchool of Economics and Management, Wuhan University, Wuhan 430072, China.
Tianming GaoSchool of Economics and Management, Harbin Engineering University, Harbin 150001, China.
Jean-Vasile AndreiFaculty of Economic Sciences, Petroleum-Gas University of Ploiesti, 100680 Ploiesti, Romania.ORCID 0000-0002-8332-6537
Anna IvolgaFaculty of Social and Cultural Service and Tourism, Stavropol State Agrarian University, 355017 Stavropol, Russia.ORCID 0000-0001-5428-609X
Yuhang ZongSchool of Economics and Management, Wuhan University, Wuhan 430072, China.
Harbin Engineering University · CNWuhan University · CNNational Institute of Economic Research · SEStavropol State Agrarian University · RU

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Over the past decades, both the quantity and quality of food supply for millions of people have improved substantially in the course of economic growth across the developing world. However, the number of undernourished people has resumed growth in the 2010s amid food supply disruptions, economic slowdowns, and protectionist restrictions to agricultural trade. Having been common to most nations, these challenges to the food security status of the population still vary depending on the level of economic development and national income of individual countries. In order to explore the long-run determinants of food supply transformations, this study employs five-stage multiple regression analysis to identify the strengths and directions of effects of agricultural production parameters, income level, price indices, food trade, and currency exchange on supply of calories, proteins, and fats across 11 groups of agricultural products in 1980-2018. To address the diversity of effects across developing nations, the study includes 99 countries of Asia, Europe, Latin America, the Middle East, and Africa categorized as low-income, lower-middle-income, and upper-middle-income economies. It is found that in low-income countries, food supply parameters are more strongly affected by production factors compared to economic and trade variables. The effect of economic factors on the food supply of higher-value food products, such as meat and dairy products, fruit, and vegetables, increases with the rise in the level of income, but it stays marginal for staples in all three groups of countries. The influence of trade factors on food supply is stronger compared to production and economic parameters in import-dependent economies irrelevant of the gross national income per capita. The approach presented in this paper contributes to the research on how food supply patterns and their determinants evolve in the course of economic transformations in low-income countries.

Indexed as

Developing CountriesFood SupplyEconomicsHumansPovertyRetrospective StudiesVegetablescaloriesdietfatfood intakefood securityincomeproteinstrade

Identifiers

PMID34299805
PMCPMC8306688
OpenAlexW3181420320

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.